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Retrieval-augmented Generation

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Showing 1201–1250 of 2196 papers

TitleStatusHype
CORAG: A Cost-Constrained Retrieval Optimization System for Retrieval-Augmented Generation—0
Rationale-Guided Retrieval Augmented Generation for Medical Question AnsweringCode1
Unified Generative and Discriminative Training for Multi-modal Large Language Models—0
E2E-AFG: An End-to-End Model with Adaptive Filtering for Retrieval-Augmented Generation—0
AttackQA: Development and Adoption of a Dataset for Assisting Cybersecurity Operations using Fine-tuned and Open-Source LLMs—0
JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking—0
Responsible Retrieval Augmented Generation for Climate Decision Making from Documents—0
LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models—0
Mind the Gap: A Generalized Approach for Cross-Modal Embedding Alignment—0
Retrieval-Augmented Generation with Estimation of Source Reliability—0
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation GenerationCode2
HijackRAG: Hijacking Attacks against Retrieval-Augmented Large Language Models—0
Semantic Enrichment of the Quantum Cascade Laser Properties in Text- A Knowledge Graph Generation ApproachCode0
Emotional RAG: Enhancing Role-Playing Agents through Emotional RetrievalCode1
Eliciting Critical Reasoning in Retrieval-Augmented Language Models via Contrastive Explanations—0
Dynamic Strategy Planning for Efficient Question Answering with Large Language Models—0
Long^2RAG: Evaluating Long-Context & Long-Form Retrieval-Augmented Generation with Key Point Recall—0
GraphAide: Advanced Graph-Assisted Query and Reasoning System—0
Can Language Models Replace Programmers for Coding? REPOCOD Says 'Not Yet'Code1
Not All Languages are Equal: Insights into Multilingual Retrieval-Augmented GenerationCode0
Improving In-Context Learning with Small Language Model EnsemblesCode0
Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial ApplicationsCode2
Understanding Synthetic Context Extension via Retrieval Heads—0
Calibrated Decision-Making through LLM-Assisted Retrieval—0
AiSciVision: A Framework for Specializing Large Multimodal Models in Scientific Image ClassificationCode0
CRAT: A Multi-Agent Framework for Causality-Enhanced Reflective and Retrieval-Augmented Translation with Large Language Models—0
PlanRAG: Planning-guided Retrieval Augmented Generation—0
Combining Domain-Specific Models and LLMs for Automated Disease Phenotyping from Survey Data—0
LLMs are Biased Evaluators But Not Biased for Retrieval Augmented GenerationCode0
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented GenerationCode2
AutoRAG: Automated Framework for optimization of Retrieval Augmented Generation PipelineCode7
Vision Search Assistant: Empower Vision-Language Models as Multimodal Search EnginesCode2
Geo-FuB: A Method for Constructing an Operator-Function Knowledge Base for Geospatial Code Generation Tasks Using Large Language ModelsCode0
LLM Robustness Against Misinformation in Biomedical Question AnsweringCode0
R^3AG: First Workshop on Refined and Reliable Retrieval Augmented Generation—0
WindTunnel -- A Framework for Community Aware Sampling of Large Corpora—0
Generative AI in Health Economics and Outcomes Research: A Taxonomy of Key Definitions and Emerging Applications, an ISPOR Working Group Report—0
EfficientEQA: An Efficient Approach for Open Vocabulary Embodied Question Answering—0
Mask-based Membership Inference Attacks for Retrieval-Augmented Generation—0
Multi-Field Adaptive Retrieval—0
ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems—0
An LLM Agent for Automatic Geospatial Data Analysis—0
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor SearchCode2
Aggregated Knowledge Model: Enhancing Domain-Specific QA with Fine-Tuned and Retrieval-Augmented Generation Models—0
Leveraging the Domain Adaptation of Retrieval Augmented Generation Models for Question Answering and Reducing Hallucination—0
LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question AnsweringCode2
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains—0
Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement LearningCode1
IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing—0
Distill-SynthKG: Distilling Knowledge Graph Synthesis Workflow for Improved Coverage and Efficiency—0
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